In this study, we generalize the similarity measure of intuitionistic fuzzy set, which was defined by Hung and Yang, to interval valued neutrosophic sets. Then we propose an entropy measure for interval valued neutrosophic sets which generalizes the entropy measures defined Wei, Wang and Zhang, for interval valued intuitionistic fuzzy sets.